Run
8887648

Run 8887648

Task 3651 (Supervised Classification) cleveland Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using HoeffdingTree.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
191.6707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1855
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4966
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7326
Cross-validation details (10-fold Crossvalidation)